A chill ran down Maya’s spine as she drove into her childhood neighborhood. She kept her hands steady on the wheel, but her knuckles were white. Years melted away as she remembered planting that little maple, her dad helping her scoop the soil. The thought of it being gone filled her with unease.

She parked the car and hesitantly approached the spot. It was like a hollow ache, the empty space where the towering silver maple should have been. Her vision blurred, and she blinked rapidly, unsure why a feeling of such weight had settled upon her.

Her jaw clenched, and she kicked at a loose stone, sending it skittering across the dry grass. She had to sit down. She perched on the edge of the low brick wall, her arms wrapped tightly around herself as she stared at the vacant spot.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228